AMAT Experiment
Proposal Experiement Statistics on First 100 Images Pascal 2007 (AMAT with resize 0.33) Mean Average Best overlap for the box-based locations Average Number of Boxes Felzenszwalb 0.759 922.49 AMAT (w_s = e-4) 0.677 320.56 AMAT (w_s = e-3) 0.685 329.69 AMAT (w_s = e-2) 0.609 169.74 Statistics on First 100 Images Pascal 2007 (AMAT without resize) Mean Average Best overlap for the box-based locations Average Number of Boxes Felzenszwalb 0.759 922.49 AMAT (w_s = e-4) AMAT (w_s = e-3) 0.728 790.00 AMAT (w_s = e-2) 0.705 426.36 Image Classification Task Caltech101 dataset: 3 categories (67 images per category) AlexNet Features + SVM (Trained on the original images) Accuracy original 1.00 AMAT (w_s = e-4) 0.33 AMAT (w_s = e-3) 0.33 AMAT (w_s = e-2) 0.33 SURF Features + SVM (Trained on the original images) Accuracy original...